Overview
Brought to you by YData
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 620 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 402.5 KiB |
| Average record size in memory | 664.8 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 5 |
| Text | 2 |
| URL | 2 |
type has constant value "audio_features" | Constant |
time_signature is highly imbalanced (65.8%) | Imbalance |
key has 65 (10.5%) zeros | Zeros |
instrumentalness has 338 (54.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-12-02 11:05:09.364292 |
|---|---|
| Analysis finished | 2024-12-02 11:05:16.719901 |
| Duration | 7.36 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
danceability
Real number (ℝ)
| Distinct | 221 |
|---|---|
| Distinct (%) | 35.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.63440323 |
| Minimum | 0.233 |
|---|---|
| Maximum | 0.936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.7 KiB |
Quantile statistics
| Minimum | 0.233 |
|---|---|
| 5-th percentile | 0.3728 |
| Q1 | 0.517 |
| median | 0.66 |
| Q3 | 0.747 |
| 95-th percentile | 0.8743 |
| Maximum | 0.936 |
| Range | 0.703 |
| Interquartile range (IQR) | 0.23 |
Descriptive statistics
| Standard deviation | 0.15674279 |
|---|---|
| Coefficient of variation (CV) | 0.24707124 |
| Kurtosis | -0.56550224 |
| Mean | 0.63440323 |
| Median Absolute Deviation (MAD) | 0.117 |
| Skewness | -0.29292309 |
| Sum | 393.33 |
| Variance | 0.024568302 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.777 | 15 | 2.4% |
| 0.554 | 12 | 1.9% |
| 0.494 | 11 | 1.8% |
| 0.521 | 10 | 1.6% |
| 0.739 | 9 | 1.5% |
| 0.392 | 9 | 1.5% |
| 0.747 | 9 | 1.5% |
| 0.467 | 8 | 1.3% |
| 0.472 | 8 | 1.3% |
| 0.7 | 8 | 1.3% |
| Other values (211) | 521 |
| Value | Count | Frequency (%) |
| 0.233 | 2 | |
| 0.252 | 1 | 0.2% |
| 0.264 | 3 | |
| 0.267 | 1 | 0.2% |
| 0.271 | 3 | |
| 0.285 | 2 | |
| 0.288 | 3 | |
| 0.296 | 2 | |
| 0.31 | 2 | |
| 0.314 | 4 |
| Value | Count | Frequency (%) |
| 0.936 | 1 | 0.2% |
| 0.929 | 1 | 0.2% |
| 0.928 | 1 | 0.2% |
| 0.924 | 2 | |
| 0.921 | 1 | 0.2% |
| 0.92 | 4 | |
| 0.916 | 3 | |
| 0.9 | 4 | |
| 0.898 | 3 | |
| 0.897 | 1 | 0.2% |
energy
Real number (ℝ)
| Distinct | 226 |
|---|---|
| Distinct (%) | 36.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.62426968 |
| Minimum | 0.0756 |
|---|---|
| Maximum | 0.986 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.7 KiB |
Quantile statistics
| Minimum | 0.0756 |
|---|---|
| 5-th percentile | 0.31675 |
| Q1 | 0.507 |
| median | 0.645 |
| Q3 | 0.757 |
| 95-th percentile | 0.88765 |
| Maximum | 0.986 |
| Range | 0.9104 |
| Interquartile range (IQR) | 0.25 |
Descriptive statistics
| Standard deviation | 0.17880485 |
|---|---|
| Coefficient of variation (CV) | 0.28642244 |
| Kurtosis | -0.2894668 |
| Mean | 0.62426968 |
| Median Absolute Deviation (MAD) | 0.1325 |
| Skewness | -0.4721841 |
| Sum | 387.0472 |
| Variance | 0.031971173 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.783 | 15 | 2.4% |
| 0.808 | 13 | 2.1% |
| 0.555 | 12 | 1.9% |
| 0.413 | 11 | 1.8% |
| 0.757 | 10 | 1.6% |
| 0.471 | 10 | 1.6% |
| 0.592 | 10 | 1.6% |
| 0.507 | 9 | 1.5% |
| 0.247 | 8 | 1.3% |
| 0.704 | 8 | 1.3% |
| Other values (216) | 514 |
| Value | Count | Frequency (%) |
| 0.0756 | 2 | |
| 0.129 | 1 | |
| 0.138 | 1 | |
| 0.155 | 2 | |
| 0.157 | 1 | |
| 0.158 | 1 | |
| 0.162 | 1 | |
| 0.192 | 1 | |
| 0.216 | 1 | |
| 0.223 | 1 |
| Value | Count | Frequency (%) |
| 0.986 | 1 | 0.2% |
| 0.958 | 1 | 0.2% |
| 0.957 | 1 | 0.2% |
| 0.946 | 1 | 0.2% |
| 0.934 | 1 | 0.2% |
| 0.917 | 2 | 0.3% |
| 0.91 | 5 | |
| 0.908 | 2 | 0.3% |
| 0.907 | 7 | |
| 0.904 | 3 |
key
Real number (ℝ)
Zeros
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3677419 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 65 |
| Zeros (%) | 10.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.75 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 7.25 |
Descriptive statistics
| Standard deviation | 3.7178682 |
|---|---|
| Coefficient of variation (CV) | 0.6926317 |
| Kurtosis | -1.364201 |
| Mean | 5.3677419 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.0099594861 |
| Sum | 3328 |
| Variance | 13.822544 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 1 | 90 | |
| 6 | 73 | |
| 0 | 65 | |
| 11 | 64 | |
| 9 | 57 | |
| 10 | 51 | |
| 2 | 49 | |
| 7 | 46 | |
| 5 | 40 | |
| 4 | 38 | |
| Other values (2) | 47 |
| Value | Count | Frequency (%) |
| 0 | 65 | |
| 1 | 90 | |
| 2 | 49 | |
| 3 | 15 | 2.4% |
| 4 | 38 | |
| 5 | 40 | |
| 6 | 73 | |
| 7 | 46 | |
| 8 | 32 | 5.2% |
| 9 | 57 |
| Value | Count | Frequency (%) |
| 11 | 64 | |
| 10 | 51 | |
| 9 | 57 | |
| 8 | 32 | |
| 7 | 46 | |
| 6 | 73 | |
| 5 | 40 | |
| 4 | 38 | |
| 3 | 15 | 2.4% |
| 2 | 49 |
loudness
Real number (ℝ)
| Distinct | 267 |
|---|---|
| Distinct (%) | 43.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.6318419 |
| Minimum | -21.432 |
|---|---|
| Maximum | -0.705 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 620 |
| Negative (%) | 100.0% |
| Memory size | 9.7 KiB |
Quantile statistics
| Minimum | -21.432 |
|---|---|
| 5-th percentile | -10.759 |
| Q1 | -7.8 |
| median | -6.199 |
| Q3 | -4.86 |
| 95-th percentile | -3.57055 |
| Maximum | -0.705 |
| Range | 20.727 |
| Interquartile range (IQR) | 2.94 |
Descriptive statistics
| Standard deviation | 2.4393248 |
|---|---|
| Coefficient of variation (CV) | -0.36782011 |
| Kurtosis | 3.5383367 |
| Mean | -6.6318419 |
| Median Absolute Deviation (MAD) | 1.548 |
| Skewness | -1.2114196 |
| Sum | -4111.742 |
| Variance | 5.9503057 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -4.477 | 12 | 1.9% |
| -4.169 | 12 | 1.9% |
| -10.432 | 11 | 1.8% |
| -7.777 | 10 | 1.6% |
| -6.707 | 9 | 1.5% |
| -12.002 | 8 | 1.3% |
| -7.507 | 8 | 1.3% |
| -10.171 | 8 | 1.3% |
| -5.692 | 8 | 1.3% |
| -5.96 | 8 | 1.3% |
| Other values (257) | 526 |
| Value | Count | Frequency (%) |
| -21.432 | 1 | 0.2% |
| -18.902 | 2 | 0.3% |
| -14.073 | 1 | 0.2% |
| -13.824 | 1 | 0.2% |
| -13.158 | 1 | 0.2% |
| -12.85 | 2 | 0.3% |
| -12.356 | 2 | 0.3% |
| -12.295 | 1 | 0.2% |
| -12.151 | 1 | 0.2% |
| -12.002 | 8 |
| Value | Count | Frequency (%) |
| -0.705 | 1 | 0.2% |
| -0.959 | 1 | 0.2% |
| -2.4 | 1 | 0.2% |
| -2.412 | 2 | |
| -2.655 | 3 | |
| -2.76 | 1 | 0.2% |
| -2.768 | 2 | |
| -2.81 | 2 | |
| -2.844 | 1 | 0.2% |
| -2.851 | 1 | 0.2% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 413 | |
| 0 | 207 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 413 | |
| 0 | 207 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 413 | |
| 0 | 207 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 620 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 413 | |
| 0 | 207 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 620 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 413 | |
| 0 | 207 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 620 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 413 | |
| 0 | 207 |
speechiness
Real number (ℝ)
| Distinct | 227 |
|---|---|
| Distinct (%) | 36.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.090477903 |
| Minimum | 0.0252 |
|---|---|
| Maximum | 0.555 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.7 KiB |
Quantile statistics
| Minimum | 0.0252 |
|---|---|
| 5-th percentile | 0.027785 |
| Q1 | 0.0353 |
| median | 0.04505 |
| Q3 | 0.0964 |
| 95-th percentile | 0.325 |
| Maximum | 0.555 |
| Range | 0.5298 |
| Interquartile range (IQR) | 0.0611 |
Descriptive statistics
| Standard deviation | 0.098533608 |
|---|---|
| Coefficient of variation (CV) | 1.0890351 |
| Kurtosis | 4.6760656 |
| Mean | 0.090477903 |
| Median Absolute Deviation (MAD) | 0.01425 |
| Skewness | 2.2346545 |
| Sum | 56.0963 |
| Variance | 0.0097088719 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0368 | 13 | 2.1% |
| 0.26 | 12 | 1.9% |
| 0.0254 | 12 | 1.9% |
| 0.033 | 10 | 1.6% |
| 0.0278 | 10 | 1.6% |
| 0.0304 | 10 | 1.6% |
| 0.0431 | 9 | 1.5% |
| 0.039 | 9 | 1.5% |
| 0.0358 | 8 | 1.3% |
| 0.0603 | 8 | 1.3% |
| Other values (217) | 519 |
| Value | Count | Frequency (%) |
| 0.0252 | 3 | 0.5% |
| 0.0254 | 12 | |
| 0.0256 | 1 | 0.2% |
| 0.0262 | 2 | 0.3% |
| 0.0264 | 2 | 0.3% |
| 0.0265 | 3 | 0.5% |
| 0.0271 | 3 | 0.5% |
| 0.0272 | 2 | 0.3% |
| 0.0273 | 2 | 0.3% |
| 0.0275 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0.555 | 2 | 0.3% |
| 0.461 | 6 | |
| 0.459 | 3 | |
| 0.436 | 2 | 0.3% |
| 0.407 | 3 | |
| 0.401 | 1 | 0.2% |
| 0.363 | 1 | 0.2% |
| 0.359 | 5 | |
| 0.358 | 2 | 0.3% |
| 0.348 | 4 |
acousticness
Real number (ℝ)
| Distinct | 252 |
|---|---|
| Distinct (%) | 40.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.262329 |
| Minimum | 0.000175 |
|---|---|
| Maximum | 0.968 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.7 KiB |
Quantile statistics
| Minimum | 0.000175 |
|---|---|
| 5-th percentile | 0.00306 |
| Q1 | 0.0441 |
| median | 0.164 |
| Q3 | 0.465 |
| 95-th percentile | 0.8 |
| Maximum | 0.968 |
| Range | 0.967825 |
| Interquartile range (IQR) | 0.4209 |
Descriptive statistics
| Standard deviation | 0.26888525 |
|---|---|
| Coefficient of variation (CV) | 1.0249925 |
| Kurtosis | -0.32856069 |
| Mean | 0.262329 |
| Median Absolute Deviation (MAD) | 0.144 |
| Skewness | 0.95461392 |
| Sum | 162.64398 |
| Variance | 0.072299276 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0283 | 12 | 1.9% |
| 0.214 | 12 | 1.9% |
| 0.682 | 11 | 1.8% |
| 0.308 | 10 | 1.6% |
| 0.287 | 9 | 1.5% |
| 0.656 | 8 | 1.3% |
| 0.257 | 8 | 1.3% |
| 0.151 | 8 | 1.3% |
| 0.0584 | 8 | 1.3% |
| 0.612 | 8 | 1.3% |
| Other values (242) | 526 |
| Value | Count | Frequency (%) |
| 0.000175 | 4 | |
| 0.000587 | 3 | |
| 0.000588 | 1 | 0.2% |
| 0.000784 | 1 | 0.2% |
| 0.000938 | 1 | 0.2% |
| 0.00115 | 1 | 0.2% |
| 0.0013 | 1 | 0.2% |
| 0.002 | 1 | 0.2% |
| 0.00239 | 3 | |
| 0.00273 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0.968 | 2 | |
| 0.958 | 2 | |
| 0.949 | 1 | 0.2% |
| 0.945 | 1 | 0.2% |
| 0.933 | 3 | |
| 0.929 | 1 | 0.2% |
| 0.924 | 1 | 0.2% |
| 0.918 | 1 | 0.2% |
| 0.913 | 1 | 0.2% |
| 0.897 | 1 | 0.2% |
instrumentalness
Real number (ℝ)
Zeros
| Distinct | 133 |
|---|---|
| Distinct (%) | 21.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.013385405 |
| Minimum | 0 |
|---|---|
| Maximum | 0.914 |
| Zeros | 338 |
| Zeros (%) | 54.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 8.4875 × 10-5 |
| 95-th percentile | 0.0575 |
| Maximum | 0.914 |
| Range | 0.914 |
| Interquartile range (IQR) | 8.4875 × 10-5 |
Descriptive statistics
| Standard deviation | 0.071836035 |
|---|---|
| Coefficient of variation (CV) | 5.3667436 |
| Kurtosis | 78.389386 |
| Mean | 0.013385405 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.134609 |
| Sum | 8.2989509 |
| Variance | 0.005160416 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 338 | |
| 6.72 × 10-5 | 11 | 1.8% |
| 0.000253 | 9 | 1.5% |
| 0.000271 | 8 | 1.3% |
| 2.56 × 10-6 | 8 | 1.3% |
| 0.0608 | 8 | 1.3% |
| 1.36 × 10-5 | 6 | 1.0% |
| 5.36 × 10-6 | 6 | 1.0% |
| 0.0016 | 5 | 0.8% |
| 1.9 × 10-5 | 5 | 0.8% |
| Other values (123) | 216 |
| Value | Count | Frequency (%) |
| 0 | 338 | |
| 1.18 × 10-6 | 1 | 0.2% |
| 1.25 × 10-6 | 2 | 0.3% |
| 1.34 × 10-6 | 2 | 0.3% |
| 1.44 × 10-6 | 2 | 0.3% |
| 1.45 × 10-6 | 1 | 0.2% |
| 1.61 × 10-6 | 4 | 0.6% |
| 1.88 × 10-6 | 1 | 0.2% |
| 2 × 10-6 | 1 | 0.2% |
| 2.08 × 10-6 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0.914 | 1 | 0.2% |
| 0.829 | 1 | 0.2% |
| 0.513 | 1 | 0.2% |
| 0.422 | 1 | 0.2% |
| 0.402 | 4 | |
| 0.336 | 2 | |
| 0.302 | 1 | 0.2% |
| 0.3 | 2 | |
| 0.272 | 1 | 0.2% |
| 0.144 | 1 | 0.2% |
liveness
Real number (ℝ)
| Distinct | 201 |
|---|---|
| Distinct (%) | 32.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17101129 |
| Minimum | 0.0333 |
|---|---|
| Maximum | 0.805 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.7 KiB |
Quantile statistics
| Minimum | 0.0333 |
|---|---|
| 5-th percentile | 0.0622 |
| Q1 | 0.0967 |
| median | 0.127 |
| Q3 | 0.205 |
| 95-th percentile | 0.4173 |
| Maximum | 0.805 |
| Range | 0.7717 |
| Interquartile range (IQR) | 0.1083 |
Descriptive statistics
| Standard deviation | 0.11711694 |
|---|---|
| Coefficient of variation (CV) | 0.68484917 |
| Kurtosis | 5.1456193 |
| Mean | 0.17101129 |
| Median Absolute Deviation (MAD) | 0.043 |
| Skewness | 1.9985285 |
| Sum | 106.027 |
| Variance | 0.013716378 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.104 | 19 | 3.1% |
| 0.193 | 18 | 2.9% |
| 0.122 | 16 | 2.6% |
| 0.111 | 14 | 2.3% |
| 0.355 | 12 | 1.9% |
| 0.159 | 12 | 1.9% |
| 0.14 | 11 | 1.8% |
| 0.12 | 11 | 1.8% |
| 0.11 | 10 | 1.6% |
| 0.117 | 10 | 1.6% |
| Other values (191) | 487 |
| Value | Count | Frequency (%) |
| 0.0333 | 4 | |
| 0.0378 | 2 | 0.3% |
| 0.0398 | 2 | 0.3% |
| 0.0407 | 5 | |
| 0.0426 | 1 | 0.2% |
| 0.0436 | 2 | 0.3% |
| 0.0466 | 1 | 0.2% |
| 0.0483 | 1 | 0.2% |
| 0.0523 | 1 | 0.2% |
| 0.0536 | 3 |
| Value | Count | Frequency (%) |
| 0.805 | 1 | 0.2% |
| 0.789 | 1 | 0.2% |
| 0.749 | 1 | 0.2% |
| 0.738 | 1 | 0.2% |
| 0.673 | 1 | 0.2% |
| 0.638 | 1 | 0.2% |
| 0.567 | 1 | 0.2% |
| 0.55 | 1 | 0.2% |
| 0.527 | 1 | 0.2% |
| 0.505 | 4 |
valence
Real number (ℝ)
| Distinct | 233 |
|---|---|
| Distinct (%) | 37.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.52066839 |
| Minimum | 0.0398 |
|---|---|
| Maximum | 0.965 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.7 KiB |
Quantile statistics
| Minimum | 0.0398 |
|---|---|
| 5-th percentile | 0.156 |
| Q1 | 0.314 |
| median | 0.535 |
| Q3 | 0.711 |
| 95-th percentile | 0.92735 |
| Maximum | 0.965 |
| Range | 0.9252 |
| Interquartile range (IQR) | 0.397 |
Descriptive statistics
| Standard deviation | 0.23643679 |
|---|---|
| Coefficient of variation (CV) | 0.45410244 |
| Kurtosis | -1.0702971 |
| Mean | 0.52066839 |
| Median Absolute Deviation (MAD) | 0.197 |
| Skewness | 0.030299421 |
| Sum | 322.8144 |
| Variance | 0.055902354 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.939 | 12 | 1.9% |
| 0.372 | 12 | 1.9% |
| 0.273 | 11 | 1.8% |
| 0.535 | 10 | 1.6% |
| 0.838 | 10 | 1.6% |
| 0.471 | 9 | 1.5% |
| 0.785 | 9 | 1.5% |
| 0.191 | 9 | 1.5% |
| 0.219 | 8 | 1.3% |
| 0.57 | 8 | 1.3% |
| Other values (223) | 522 |
| Value | Count | Frequency (%) |
| 0.0398 | 1 | 0.2% |
| 0.0554 | 3 | 0.5% |
| 0.0556 | 1 | 0.2% |
| 0.0998 | 1 | 0.2% |
| 0.12 | 5 | |
| 0.126 | 8 | |
| 0.131 | 1 | 0.2% |
| 0.135 | 3 | 0.5% |
| 0.138 | 1 | 0.2% |
| 0.145 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0.965 | 1 | 0.2% |
| 0.963 | 1 | 0.2% |
| 0.962 | 1 | 0.2% |
| 0.961 | 1 | 0.2% |
| 0.96 | 4 | 0.6% |
| 0.957 | 5 | |
| 0.939 | 12 | |
| 0.935 | 4 | 0.6% |
| 0.934 | 2 | 0.3% |
| 0.927 | 2 | 0.3% |
tempo
Real number (ℝ)
| Distinct | 270 |
|---|---|
| Distinct (%) | 43.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122.91456 |
| Minimum | 66.495 |
|---|---|
| Maximum | 194.055 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.7 KiB |
Quantile statistics
| Minimum | 66.495 |
|---|---|
| 5-th percentile | 81.012 |
| Q1 | 103.963 |
| median | 118.244 |
| Q3 | 143.694 |
| 95-th percentile | 173.40825 |
| Maximum | 194.055 |
| Range | 127.56 |
| Interquartile range (IQR) | 39.731 |
Descriptive statistics
| Standard deviation | 27.461516 |
|---|---|
| Coefficient of variation (CV) | 0.22341956 |
| Kurtosis | -0.54842242 |
| Mean | 122.91456 |
| Median Absolute Deviation (MAD) | 20.734 |
| Skewness | 0.33539752 |
| Sum | 76207.026 |
| Variance | 754.13487 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 149.027 | 12 | 1.9% |
| 108.548 | 12 | 1.9% |
| 94.938 | 11 | 1.8% |
| 157.969 | 10 | 1.6% |
| 96.063 | 9 | 1.5% |
| 104.978 | 8 | 1.3% |
| 116.712 | 8 | 1.3% |
| 119.973 | 8 | 1.3% |
| 115.94 | 8 | 1.3% |
| 148.101 | 8 | 1.3% |
| Other values (260) | 526 |
| Value | Count | Frequency (%) |
| 66.495 | 2 | |
| 67.086 | 4 | |
| 67.528 | 1 | 0.2% |
| 77.002 | 1 | 0.2% |
| 77.639 | 1 | 0.2% |
| 78.111 | 3 | |
| 78.139 | 2 | |
| 78.558 | 1 | 0.2% |
| 79.526 | 1 | 0.2% |
| 79.979 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 194.055 | 1 | 0.2% |
| 192.004 | 2 | |
| 191.868 | 1 | 0.2% |
| 184.784 | 1 | 0.2% |
| 184.115 | 3 | |
| 183.798 | 1 | 0.2% |
| 183.546 | 1 | 0.2% |
| 181.489 | 1 | 0.2% |
| 180.098 | 1 | 0.2% |
| 180.076 | 2 |
type
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.0 KiB |
| audio_features |
|---|
Length
| Max length | 14 |
|---|---|
| Median length | 14 |
| Mean length | 14 |
| Min length | 14 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | audio_features |
|---|---|
| 2nd row | audio_features |
| 3rd row | audio_features |
| 4th row | audio_features |
| 5th row | audio_features |
Common Values
| Value | Count | Frequency (%) |
| audio_features | 620 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| audio_features | 620 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1240 | |
| u | 1240 | |
| e | 1240 | |
| d | 620 | |
| i | 620 | |
| o | 620 | |
| _ | 620 | |
| f | 620 | |
| t | 620 | |
| r | 620 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 8060 | |
| Connector Punctuation | 620 | 7.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1240 | |
| u | 1240 | |
| e | 1240 | |
| d | 620 | |
| i | 620 | |
| o | 620 | |
| f | 620 | |
| t | 620 | |
| r | 620 | |
| s | 620 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 620 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8060 | |
| Common | 620 | 7.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1240 | |
| u | 1240 | |
| e | 1240 | |
| d | 620 | |
| i | 620 | |
| o | 620 | |
| f | 620 | |
| t | 620 | |
| r | 620 | |
| s | 620 |
Common
| Value | Count | Frequency (%) |
| _ | 620 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8680 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 1240 | |
| u | 1240 | |
| e | 1240 | |
| d | 620 | |
| i | 620 | |
| o | 620 | |
| _ | 620 | |
| f | 620 | |
| t | 620 | |
| r | 620 |
id
Text
| Distinct | 283 |
|---|---|
| Distinct (%) | 45.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 47.8 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Unique
| Unique | 146 ? |
|---|---|
| Unique (%) | 23.5% |
Sample
| 1st row | 5vNRhkKd0yEAg8suGBpjeY |
|---|---|
| 2nd row | 2plbrEY59IikOBgBGLjaoe |
| 3rd row | 2CGNAOSuO1MEFCbBRgUzjd |
| 4th row | 0nj9Bq5sHDiTxSHunhgkFb |
| 5th row | 0aB0v4027ukVziUGwVGYpG |
| Value | Count | Frequency (%) |
| 5vnrhkkd0yeag8sugbpjey | 12 | 1.9% |
| 7ne4vba60cxgm75vw0eyad | 12 | 1.9% |
| 2262bwmqomiajxwcrhr13j | 11 | 1.8% |
| 2plbrey59iikobgbgljaoe | 10 | 1.6% |
| 6jbyprptefl1hfkhk1ic0m | 9 | 1.5% |
| 51rfrciusvxxlcscfiztby | 8 | 1.3% |
| 3qapy1kgi7nu9fjequgn6h | 8 | 1.3% |
| 1es7auahqvapicoh3qmkdl | 8 | 1.3% |
| 0wbmk4wrz1wfsty9f7fcgu | 8 | 1.3% |
| 6dotvtddiauqnbqedotlab | 8 | 1.3% |
| Other values (273) | 526 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 314 | 2.3% |
| 0 | 304 | 2.2% |
| 1 | 292 | 2.1% |
| 7 | 285 | 2.1% |
| 3 | 279 | 2.0% |
| 6 | 270 | 2.0% |
| Y | 267 | 2.0% |
| 4 | 261 | 1.9% |
| R | 260 | 1.9% |
| f | 254 | 1.9% |
| Other values (52) | 10854 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5511 | |
| Uppercase Letter | 5508 | |
| Decimal Number | 2621 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| Y | 267 | 4.8% |
| R | 260 | 4.7% |
| B | 253 | 4.6% |
| Q | 247 | 4.5% |
| I | 241 | 4.4% |
| K | 238 | 4.3% |
| H | 236 | 4.3% |
| F | 236 | 4.3% |
| C | 235 | 4.3% |
| T | 230 | 4.2% |
| Other values (16) | 3065 |
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 254 | 4.6% |
| n | 250 | 4.5% |
| j | 242 | 4.4% |
| o | 242 | 4.4% |
| e | 237 | 4.3% |
| b | 234 | 4.2% |
| p | 230 | 4.2% |
| h | 227 | 4.1% |
| y | 225 | 4.1% |
| g | 217 | 3.9% |
| Other values (16) | 3153 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 314 | |
| 0 | 304 | |
| 1 | 292 | |
| 7 | 285 | |
| 3 | 279 | |
| 6 | 270 | |
| 4 | 261 | |
| 5 | 251 | |
| 9 | 193 | |
| 8 | 172 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11019 | |
| Common | 2621 | 19.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| Y | 267 | 2.4% |
| R | 260 | 2.4% |
| f | 254 | 2.3% |
| B | 253 | 2.3% |
| n | 250 | 2.3% |
| Q | 247 | 2.2% |
| j | 242 | 2.2% |
| o | 242 | 2.2% |
| I | 241 | 2.2% |
| K | 238 | 2.2% |
| Other values (42) | 8525 |
Common
| Value | Count | Frequency (%) |
| 2 | 314 | |
| 0 | 304 | |
| 1 | 292 | |
| 7 | 285 | |
| 3 | 279 | |
| 6 | 270 | |
| 4 | 261 | |
| 5 | 251 | |
| 9 | 193 | |
| 8 | 172 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13640 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 314 | 2.3% |
| 0 | 304 | 2.2% |
| 1 | 292 | 2.1% |
| 7 | 285 | 2.1% |
| 3 | 279 | 2.0% |
| 6 | 270 | 2.0% |
| Y | 267 | 2.0% |
| 4 | 261 | 1.9% |
| R | 260 | 1.9% |
| f | 254 | 1.9% |
| Other values (52) | 10854 |
uri
Text
| Distinct | 283 |
|---|---|
| Distinct (%) | 45.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 56.3 KiB |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Unique
| Unique | 146 ? |
|---|---|
| Unique (%) | 23.5% |
Sample
| 1st row | spotify:track:5vNRhkKd0yEAg8suGBpjeY |
|---|---|
| 2nd row | spotify:track:2plbrEY59IikOBgBGLjaoe |
| 3rd row | spotify:track:2CGNAOSuO1MEFCbBRgUzjd |
| 4th row | spotify:track:0nj9Bq5sHDiTxSHunhgkFb |
| 5th row | spotify:track:0aB0v4027ukVziUGwVGYpG |
| Value | Count | Frequency (%) |
| spotify:track:5vnrhkkd0yeag8sugbpjey | 12 | 1.9% |
| spotify:track:7ne4vba60cxgm75vw0eyad | 12 | 1.9% |
| spotify:track:2262bwmqomiajxwcrhr13j | 11 | 1.8% |
| spotify:track:2plbrey59iikobgbgljaoe | 10 | 1.6% |
| spotify:track:6jbyprptefl1hfkhk1ic0m | 9 | 1.5% |
| spotify:track:51rfrciusvxxlcscfiztby | 8 | 1.3% |
| spotify:track:3qapy1kgi7nu9fjequgn6h | 8 | 1.3% |
| spotify:track:1es7auahqvapicoh3qmkdl | 8 | 1.3% |
| spotify:track:0wbmk4wrz1wfsty9f7fcgu | 8 | 1.3% |
| spotify:track:6dotvtddiauqnbqedotlab | 8 | 1.3% |
| Other values (273) | 526 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 1441 | 6.5% |
| : | 1240 | 5.6% |
| f | 874 | 3.9% |
| o | 862 | 3.9% |
| p | 850 | 3.8% |
| y | 845 | 3.8% |
| a | 825 | 3.7% |
| k | 817 | 3.7% |
| r | 816 | 3.7% |
| i | 815 | 3.7% |
| Other values (53) | 12935 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 12951 | |
| Uppercase Letter | 5508 | |
| Decimal Number | 2621 | 11.7% |
| Other Punctuation | 1240 | 5.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 1441 | 11.1% |
| f | 874 | 6.7% |
| o | 862 | 6.7% |
| p | 850 | 6.6% |
| y | 845 | 6.5% |
| a | 825 | 6.4% |
| k | 817 | 6.3% |
| r | 816 | 6.3% |
| i | 815 | 6.3% |
| s | 810 | 6.3% |
| Other values (16) | 3996 |
Uppercase Letter
| Value | Count | Frequency (%) |
| Y | 267 | 4.8% |
| R | 260 | 4.7% |
| B | 253 | 4.6% |
| Q | 247 | 4.5% |
| I | 241 | 4.4% |
| K | 238 | 4.3% |
| H | 236 | 4.3% |
| F | 236 | 4.3% |
| C | 235 | 4.3% |
| T | 230 | 4.2% |
| Other values (16) | 3065 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 314 | |
| 0 | 304 | |
| 1 | 292 | |
| 7 | 285 | |
| 3 | 279 | |
| 6 | 270 | |
| 4 | 261 | |
| 5 | 251 | |
| 9 | 193 | |
| 8 | 172 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 1240 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 18459 | |
| Common | 3861 | 17.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 1441 | 7.8% |
| f | 874 | 4.7% |
| o | 862 | 4.7% |
| p | 850 | 4.6% |
| y | 845 | 4.6% |
| a | 825 | 4.5% |
| k | 817 | 4.4% |
| r | 816 | 4.4% |
| i | 815 | 4.4% |
| s | 810 | 4.4% |
| Other values (42) | 9504 |
Common
| Value | Count | Frequency (%) |
| : | 1240 | |
| 2 | 314 | 8.1% |
| 0 | 304 | 7.9% |
| 1 | 292 | 7.6% |
| 7 | 285 | 7.4% |
| 3 | 279 | 7.2% |
| 6 | 270 | 7.0% |
| 4 | 261 | 6.8% |
| 5 | 251 | 6.5% |
| 9 | 193 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 22320 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 1441 | 6.5% |
| : | 1240 | 5.6% |
| f | 874 | 3.9% |
| o | 862 | 3.9% |
| p | 850 | 3.8% |
| y | 845 | 3.8% |
| a | 825 | 3.7% |
| k | 817 | 3.7% |
| r | 816 | 3.7% |
| i | 815 | 3.7% |
| Other values (53) | 12935 |
track_href
URL
| Distinct | 283 |
|---|---|
| Distinct (%) | 45.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.4 KiB |
| https://api.spotify.com/v1/tracks/5vNRhkKd0yEAg8suGBpjeY | 12 |
|---|---|
| https://api.spotify.com/v1/tracks/7ne4VBA60CxGM75vw0EYad | 12 |
| https://api.spotify.com/v1/tracks/2262bWmqomIaJXwCRHr13j | 11 |
| https://api.spotify.com/v1/tracks/2plbrEY59IikOBgBGLjaoe | 10 |
| https://api.spotify.com/v1/tracks/6jbYpRPTEFl1HFKHk1IC0m | 9 |
| Other values (278) |
| Value | Count | Frequency (%) |
| https://api.spotify.com/v1/tracks/5vNRhkKd0yEAg8suGBpjeY | 12 | 1.9% |
| https://api.spotify.com/v1/tracks/7ne4VBA60CxGM75vw0EYad | 12 | 1.9% |
| https://api.spotify.com/v1/tracks/2262bWmqomIaJXwCRHr13j | 11 | 1.8% |
| https://api.spotify.com/v1/tracks/2plbrEY59IikOBgBGLjaoe | 10 | 1.6% |
| https://api.spotify.com/v1/tracks/6jbYpRPTEFl1HFKHk1IC0m | 9 | 1.5% |
| https://api.spotify.com/v1/tracks/51rfRCiUSvxXlCSCfIztBy | 8 | 1.3% |
| https://api.spotify.com/v1/tracks/3QaPy1KgI7nu9FJEQUgn6h | 8 | 1.3% |
| https://api.spotify.com/v1/tracks/1Es7AUAhQvapIcoh3qMKDL | 8 | 1.3% |
| https://api.spotify.com/v1/tracks/0WbMK4wrZ1wFSty9F7FCgu | 8 | 1.3% |
| https://api.spotify.com/v1/tracks/6dOtVTDdiauQNBQEDOtlAB | 8 | 1.3% |
| Other values (273) | 526 |
| Value | Count | Frequency (%) |
| https | 620 |
| Value | Count | Frequency (%) |
| api.spotify.com | 620 |
| Value | Count | Frequency (%) |
| /v1/tracks/5vNRhkKd0yEAg8suGBpjeY | 12 | 1.9% |
| /v1/tracks/7ne4VBA60CxGM75vw0EYad | 12 | 1.9% |
| /v1/tracks/2262bWmqomIaJXwCRHr13j | 11 | 1.8% |
| /v1/tracks/2plbrEY59IikOBgBGLjaoe | 10 | 1.6% |
| /v1/tracks/6jbYpRPTEFl1HFKHk1IC0m | 9 | 1.5% |
| /v1/tracks/51rfRCiUSvxXlCSCfIztBy | 8 | 1.3% |
| /v1/tracks/3QaPy1KgI7nu9FJEQUgn6h | 8 | 1.3% |
| /v1/tracks/1Es7AUAhQvapIcoh3qMKDL | 8 | 1.3% |
| /v1/tracks/0WbMK4wrZ1wFSty9F7FCgu | 8 | 1.3% |
| /v1/tracks/6dOtVTDdiauQNBQEDOtlAB | 8 | 1.3% |
| Other values (273) | 526 |
| Value | Count | Frequency (%) |
| 620 |
| Value | Count | Frequency (%) |
| 620 |
analysis_url
URL
| Distinct | 283 |
|---|---|
| Distinct (%) | 45.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 73.3 KiB |
| https://api.spotify.com/v1/audio-analysis/5vNRhkKd0yEAg8suGBpjeY | 12 |
|---|---|
| https://api.spotify.com/v1/audio-analysis/7ne4VBA60CxGM75vw0EYad | 12 |
| https://api.spotify.com/v1/audio-analysis/2262bWmqomIaJXwCRHr13j | 11 |
| https://api.spotify.com/v1/audio-analysis/2plbrEY59IikOBgBGLjaoe | 10 |
| https://api.spotify.com/v1/audio-analysis/6jbYpRPTEFl1HFKHk1IC0m | 9 |
| Other values (278) |
| Value | Count | Frequency (%) |
| https://api.spotify.com/v1/audio-analysis/5vNRhkKd0yEAg8suGBpjeY | 12 | 1.9% |
| https://api.spotify.com/v1/audio-analysis/7ne4VBA60CxGM75vw0EYad | 12 | 1.9% |
| https://api.spotify.com/v1/audio-analysis/2262bWmqomIaJXwCRHr13j | 11 | 1.8% |
| https://api.spotify.com/v1/audio-analysis/2plbrEY59IikOBgBGLjaoe | 10 | 1.6% |
| https://api.spotify.com/v1/audio-analysis/6jbYpRPTEFl1HFKHk1IC0m | 9 | 1.5% |
| https://api.spotify.com/v1/audio-analysis/51rfRCiUSvxXlCSCfIztBy | 8 | 1.3% |
| https://api.spotify.com/v1/audio-analysis/3QaPy1KgI7nu9FJEQUgn6h | 8 | 1.3% |
| https://api.spotify.com/v1/audio-analysis/1Es7AUAhQvapIcoh3qMKDL | 8 | 1.3% |
| https://api.spotify.com/v1/audio-analysis/0WbMK4wrZ1wFSty9F7FCgu | 8 | 1.3% |
| https://api.spotify.com/v1/audio-analysis/6dOtVTDdiauQNBQEDOtlAB | 8 | 1.3% |
| Other values (273) | 526 |
| Value | Count | Frequency (%) |
| https | 620 |
| Value | Count | Frequency (%) |
| api.spotify.com | 620 |
| Value | Count | Frequency (%) |
| /v1/audio-analysis/5vNRhkKd0yEAg8suGBpjeY | 12 | 1.9% |
| /v1/audio-analysis/7ne4VBA60CxGM75vw0EYad | 12 | 1.9% |
| /v1/audio-analysis/2262bWmqomIaJXwCRHr13j | 11 | 1.8% |
| /v1/audio-analysis/2plbrEY59IikOBgBGLjaoe | 10 | 1.6% |
| /v1/audio-analysis/6jbYpRPTEFl1HFKHk1IC0m | 9 | 1.5% |
| /v1/audio-analysis/51rfRCiUSvxXlCSCfIztBy | 8 | 1.3% |
| /v1/audio-analysis/3QaPy1KgI7nu9FJEQUgn6h | 8 | 1.3% |
| /v1/audio-analysis/1Es7AUAhQvapIcoh3qMKDL | 8 | 1.3% |
| /v1/audio-analysis/0WbMK4wrZ1wFSty9F7FCgu | 8 | 1.3% |
| /v1/audio-analysis/6dOtVTDdiauQNBQEDOtlAB | 8 | 1.3% |
| Other values (273) | 526 |
| Value | Count | Frequency (%) |
| 620 |
| Value | Count | Frequency (%) |
| 620 |
duration_ms
Real number (ℝ)
| Distinct | 251 |
|---|---|
| Distinct (%) | 40.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 201369.34 |
| Minimum | 70767 |
|---|---|
| Maximum | 587365 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.7 KiB |
Quantile statistics
| Minimum | 70767 |
|---|---|
| 5-th percentile | 130412.15 |
| Q1 | 164773 |
| median | 186365 |
| Q3 | 228948 |
| 95-th percentile | 284239.8 |
| Maximum | 587365 |
| Range | 516598 |
| Interquartile range (IQR) | 64175 |
Descriptive statistics
| Standard deviation | 56765.46 |
|---|---|
| Coefficient of variation (CV) | 0.28189724 |
| Kurtosis | 6.0382811 |
| Mean | 201369.34 |
| Median Absolute Deviation (MAD) | 30448 |
| Skewness | 1.5551238 |
| Sum | 1.2484899 × 108 |
| Variance | 3.2223175 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 169917 | 12 | 1.9% |
| 166300 | 12 | 1.9% |
| 211979 | 12 | 1.9% |
| 251668 | 10 | 1.6% |
| 278015 | 9 | 1.5% |
| 180304 | 8 | 1.3% |
| 186365 | 8 | 1.3% |
| 157147 | 8 | 1.3% |
| 256000 | 8 | 1.3% |
| 157280 | 8 | 1.3% |
| Other values (241) | 525 |
| Value | Count | Frequency (%) |
| 70767 | 1 | 0.2% |
| 86984 | 5 | |
| 87835 | 1 | 0.2% |
| 94946 | 1 | 0.2% |
| 101533 | 4 | |
| 104419 | 2 | 0.3% |
| 115533 | 4 | |
| 122361 | 1 | 0.2% |
| 123591 | 2 | 0.3% |
| 125611 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 587365 | 1 | 0.2% |
| 459766 | 2 | |
| 457333 | 2 | |
| 454779 | 1 | 0.2% |
| 400533 | 2 | |
| 383067 | 1 | 0.2% |
| 353920 | 4 | |
| 317093 | 3 | |
| 316000 | 2 | |
| 311480 | 1 | 0.2% |
time_signature
Categorical
Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.1 KiB |
| 4 | |
|---|---|
| 3 | |
| 5 | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 3 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 549 | |
| 3 | 68 | 11.0% |
| 5 | 3 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 549 | |
| 3 | 68 | 11.0% |
| 5 | 3 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 549 | |
| 3 | 68 | 11.0% |
| 5 | 3 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 620 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 549 | |
| 3 | 68 | 11.0% |
| 5 | 3 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 620 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 549 | |
| 3 | 68 | 11.0% |
| 5 | 3 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 620 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 549 | |
| 3 | 68 | 11.0% |
| 5 | 3 | 0.5% |
Playlist
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 42.3 KiB |
| Hot_Hits_UK | |
|---|---|
| Top50-Global | |
| Top_Songs-USA | |
| Viral50-USA | |
| Viral50-Global | |
| Other values (7) |
Length
| Max length | 19 |
|---|---|
| Median length | 14 |
| Mean length | 12.854839 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Top50-Global |
|---|---|
| 2nd row | Top50-Global |
| 3rd row | Top50-Global |
| 4th row | Top50-Global |
| 5th row | Top50-Global |
Common Values
| Value | Count | Frequency (%) |
| Hot_Hits_UK | 70 | |
| Top50-Global | 50 | |
| Top_Songs-USA | 50 | |
| Viral50-USA | 50 | |
| Viral50-Global | 50 | |
| Viral50-Singapore | 50 | |
| Top_Songs-Singapore | 50 | |
| Top50-USA | 50 | |
| Top50-Singapore | 50 | |
| Viral50-UK | 50 | |
| Other values (2) | 100 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| hot_hits_uk | 70 | |
| top50-global | 50 | |
| top_songs-usa | 50 | |
| viral50-usa | 50 | |
| viral50-global | 50 | |
| viral50-singapore | 50 | |
| top_songs-singapore | 50 | |
| top50-usa | 50 | |
| top50-singapore | 50 | |
| viral50-uk | 50 | |
| Other values (2) | 100 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 820 | 10.3% |
| a | 500 | 6.3% |
| p | 500 | 6.3% |
| - | 500 | 6.3% |
| i | 470 | 5.9% |
| 0 | 400 | 5.0% |
| T | 400 | 5.0% |
| 5 | 400 | 5.0% |
| l | 400 | 5.0% |
| S | 400 | 5.0% |
| Other values (17) | 3180 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4350 | |
| Uppercase Letter | 1930 | |
| Decimal Number | 800 | 10.0% |
| Dash Punctuation | 500 | 6.3% |
| Connector Punctuation | 340 | 4.3% |
| Other Punctuation | 50 | 0.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 820 | |
| a | 500 | |
| p | 500 | |
| i | 470 | |
| l | 400 | |
| r | 350 | |
| s | 270 | 6.2% |
| g | 250 | 5.7% |
| n | 250 | 5.7% |
| t | 190 | 4.4% |
| Other values (4) | 350 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 400 | |
| S | 400 | |
| U | 320 | |
| V | 200 | |
| H | 190 | |
| K | 170 | |
| A | 150 | 7.8% |
| G | 100 | 5.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 400 | |
| 5 | 400 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 500 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 340 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 50 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6280 | |
| Common | 1690 | 21.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 820 | |
| a | 500 | 8.0% |
| p | 500 | 8.0% |
| i | 470 | 7.5% |
| T | 400 | 6.4% |
| l | 400 | 6.4% |
| S | 400 | 6.4% |
| r | 350 | 5.6% |
| U | 320 | 5.1% |
| s | 270 | 4.3% |
| Other values (12) | 1850 |
Common
| Value | Count | Frequency (%) |
| - | 500 | |
| 0 | 400 | |
| 5 | 400 | |
| _ | 340 | |
| ' | 50 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7970 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 820 | 10.3% |
| a | 500 | 6.3% |
| p | 500 | 6.3% |
| - | 500 | 6.3% |
| i | 470 | 5.9% |
| 0 | 400 | 5.0% |
| T | 400 | 5.0% |
| 5 | 400 | 5.0% |
| l | 400 | 5.0% |
| S | 400 | 5.0% |
| Other values (17) | 3180 |
Region
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 37.5 KiB |
| UK | |
|---|---|
| Global | |
| USA | |
| Singapore |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 4.9032258 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Global |
|---|---|
| 2nd row | Global |
| 3rd row | Global |
| 4th row | Global |
| 5th row | Global |
Common Values
| Value | Count | Frequency (%) |
| UK | 170 | |
| Global | 150 | |
| USA | 150 | |
| Singapore | 150 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| uk | 170 | |
| global | 150 | |
| usa | 150 | |
| singapore | 150 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 320 | |
| l | 300 | 9.9% |
| o | 300 | 9.9% |
| a | 300 | 9.9% |
| S | 300 | 9.9% |
| K | 170 | 5.6% |
| G | 150 | 4.9% |
| b | 150 | 4.9% |
| A | 150 | 4.9% |
| i | 150 | 4.9% |
| Other values (5) | 750 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1950 | |
| Uppercase Letter | 1090 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 300 | |
| o | 300 | |
| a | 300 | |
| b | 150 | |
| i | 150 | |
| n | 150 | |
| g | 150 | |
| p | 150 | |
| r | 150 | |
| e | 150 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 320 | |
| S | 300 | |
| K | 170 | |
| G | 150 | |
| A | 150 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3040 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 320 | |
| l | 300 | 9.9% |
| o | 300 | 9.9% |
| a | 300 | 9.9% |
| S | 300 | 9.9% |
| K | 170 | 5.6% |
| G | 150 | 4.9% |
| b | 150 | 4.9% |
| A | 150 | 4.9% |
| i | 150 | 4.9% |
| Other values (5) | 750 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3040 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 320 | |
| l | 300 | 9.9% |
| o | 300 | 9.9% |
| a | 300 | 9.9% |
| S | 300 | 9.9% |
| K | 170 | 5.6% |
| G | 150 | 4.9% |
| b | 150 | 4.9% |
| A | 150 | 4.9% |
| i | 150 | 4.9% |
| Other values (5) | 750 |
Interactions
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | type | id | uri | track_href | analysis_url | duration_ms | time_signature | Playlist | Region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.777 | 0.783 | 0 | -4.477 | 0 | 0.2600 | 0.02830 | 0.000000 | 0.3550 | 0.939 | 149.027 | audio_features | 5vNRhkKd0yEAg8suGBpjeY | spotify:track:5vNRhkKd0yEAg8suGBpjeY | https://api.spotify.com/v1/tracks/5vNRhkKd0yEAg8suGBpjeY | https://api.spotify.com/v1/audio-analysis/5vNRhkKd0yEAg8suGBpjeY | 169917 | 4 | Top50-Global | Global |
| 1 | 0.521 | 0.592 | 6 | -7.777 | 0 | 0.0304 | 0.30800 | 0.000000 | 0.1220 | 0.535 | 157.969 | audio_features | 2plbrEY59IikOBgBGLjaoe | spotify:track:2plbrEY59IikOBgBGLjaoe | https://api.spotify.com/v1/tracks/2plbrEY59IikOBgBGLjaoe | https://api.spotify.com/v1/audio-analysis/2plbrEY59IikOBgBGLjaoe | 251668 | 3 | Top50-Global | Global |
| 2 | 0.707 | 0.575 | 2 | -7.546 | 1 | 0.1250 | 0.25100 | 0.000000 | 0.2480 | 0.576 | 138.008 | audio_features | 2CGNAOSuO1MEFCbBRgUzjd | spotify:track:2CGNAOSuO1MEFCbBRgUzjd | https://api.spotify.com/v1/tracks/2CGNAOSuO1MEFCbBRgUzjd | https://api.spotify.com/v1/audio-analysis/2CGNAOSuO1MEFCbBRgUzjd | 177599 | 4 | Top50-Global | Global |
| 3 | 0.874 | 0.672 | 0 | -5.568 | 1 | 0.1980 | 0.02060 | 0.000000 | 0.0783 | 0.711 | 103.921 | audio_features | 0nj9Bq5sHDiTxSHunhgkFb | spotify:track:0nj9Bq5sHDiTxSHunhgkFb | https://api.spotify.com/v1/tracks/0nj9Bq5sHDiTxSHunhgkFb | https://api.spotify.com/v1/audio-analysis/0nj9Bq5sHDiTxSHunhgkFb | 157992 | 4 | Top50-Global | Global |
| 4 | 0.855 | 0.529 | 6 | -6.679 | 0 | 0.2630 | 0.08370 | 0.000000 | 0.4230 | 0.548 | 100.036 | audio_features | 0aB0v4027ukVziUGwVGYpG | spotify:track:0aB0v4027ukVziUGwVGYpG | https://api.spotify.com/v1/tracks/0aB0v4027ukVziUGwVGYpG | https://api.spotify.com/v1/audio-analysis/0aB0v4027ukVziUGwVGYpG | 220690 | 4 | Top50-Global | Global |
| 5 | 0.747 | 0.507 | 2 | -10.171 | 1 | 0.0358 | 0.20000 | 0.060800 | 0.1170 | 0.438 | 104.978 | audio_features | 6dOtVTDdiauQNBQEDOtlAB | spotify:track:6dOtVTDdiauQNBQEDOtlAB | https://api.spotify.com/v1/tracks/6dOtVTDdiauQNBQEDOtlAB | https://api.spotify.com/v1/audio-analysis/6dOtVTDdiauQNBQEDOtlAB | 210373 | 4 | Top50-Global | Global |
| 6 | 0.554 | 0.808 | 1 | -4.169 | 1 | 0.0368 | 0.21400 | 0.000000 | 0.1590 | 0.372 | 108.548 | audio_features | 7ne4VBA60CxGM75vw0EYad | spotify:track:7ne4VBA60CxGM75vw0EYad | https://api.spotify.com/v1/tracks/7ne4VBA60CxGM75vw0EYad | https://api.spotify.com/v1/audio-analysis/7ne4VBA60CxGM75vw0EYad | 166300 | 4 | Top50-Global | Global |
| 7 | 0.678 | 0.604 | 4 | -7.926 | 0 | 0.0962 | 0.00465 | 0.000936 | 0.2780 | 0.374 | 88.000 | audio_features | 4lriIG2vNqwDWzOj2I9rtj | spotify:track:4lriIG2vNqwDWzOj2I9rtj | https://api.spotify.com/v1/tracks/4lriIG2vNqwDWzOj2I9rtj | https://api.spotify.com/v1/audio-analysis/4lriIG2vNqwDWzOj2I9rtj | 147973 | 4 | Top50-Global | Global |
| 8 | 0.660 | 0.756 | 0 | -3.743 | 0 | 0.0320 | 0.00289 | 0.000000 | 0.1930 | 0.838 | 116.034 | audio_features | 7tI8dRuH2Yc6RuoTjxo4dU | spotify:track:7tI8dRuH2Yc6RuoTjxo4dU | https://api.spotify.com/v1/tracks/7tI8dRuH2Yc6RuoTjxo4dU | https://api.spotify.com/v1/audio-analysis/7tI8dRuH2Yc6RuoTjxo4dU | 170888 | 4 | Top50-Global | Global |
| 9 | 0.761 | 0.501 | 9 | -10.759 | 0 | 0.4590 | 0.24900 | 0.000000 | 0.1360 | 0.502 | 81.998 | audio_features | 5gOfC9UzZQzTyShqPMrpjT | spotify:track:5gOfC9UzZQzTyShqPMrpjT | https://api.spotify.com/v1/tracks/5gOfC9UzZQzTyShqPMrpjT | https://api.spotify.com/v1/audio-analysis/5gOfC9UzZQzTyShqPMrpjT | 317093 | 4 | Top50-Global | Global |
| danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | type | id | uri | track_href | analysis_url | duration_ms | time_signature | Playlist | Region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 60 | 0.525 | 0.488 | 0 | -6.909 | 1 | 0.0380 | 0.19100 | 0.000051 | 0.1350 | 0.253 | 84.999 | audio_features | 4ZJ4vzLQekI0WntDbanNC7 | spotify:track:4ZJ4vzLQekI0WntDbanNC7 | https://api.spotify.com/v1/tracks/4ZJ4vzLQekI0WntDbanNC7 | https://api.spotify.com/v1/audio-analysis/4ZJ4vzLQekI0WntDbanNC7 | 194920 | 4 | Hot_Hits_UK | UK |
| 61 | 0.504 | 0.386 | 11 | -10.976 | 1 | 0.0308 | 0.50200 | 0.000015 | 0.0961 | 0.281 | 192.004 | audio_features | 2OzhQlSqBEmt7hmkYxfT6m | spotify:track:2OzhQlSqBEmt7hmkYxfT6m | https://api.spotify.com/v1/tracks/2OzhQlSqBEmt7hmkYxfT6m | https://api.spotify.com/v1/audio-analysis/2OzhQlSqBEmt7hmkYxfT6m | 228965 | 4 | Hot_Hits_UK | UK |
| 62 | 0.645 | 0.646 | 5 | -8.334 | 1 | 0.0427 | 0.06150 | 0.000030 | 0.0740 | 0.295 | 115.842 | audio_features | 46kspZSY3aKmwQe7O77fCC | spotify:track:46kspZSY3aKmwQe7O77fCC | https://api.spotify.com/v1/tracks/46kspZSY3aKmwQe7O77fCC | https://api.spotify.com/v1/audio-analysis/46kspZSY3aKmwQe7O77fCC | 228639 | 4 | Hot_Hits_UK | UK |
| 63 | 0.898 | 0.472 | 1 | -7.001 | 1 | 0.0776 | 0.01070 | 0.000000 | 0.1410 | 0.214 | 101.061 | audio_features | 6AI3ezQ4o3HUoP6Dhudph3 | spotify:track:6AI3ezQ4o3HUoP6Dhudph3 | https://api.spotify.com/v1/tracks/6AI3ezQ4o3HUoP6Dhudph3 | https://api.spotify.com/v1/audio-analysis/6AI3ezQ4o3HUoP6Dhudph3 | 274192 | 4 | Hot_Hits_UK | UK |
| 64 | 0.584 | 0.673 | 6 | -4.444 | 1 | 0.0298 | 0.02960 | 0.061400 | 0.1210 | 0.138 | 77.002 | audio_features | 68mOSKT4uBkKddEAhlMO61 | spotify:track:68mOSKT4uBkKddEAhlMO61 | https://api.spotify.com/v1/tracks/68mOSKT4uBkKddEAhlMO61 | https://api.spotify.com/v1/audio-analysis/68mOSKT4uBkKddEAhlMO61 | 157486 | 4 | Hot_Hits_UK | UK |
| 65 | 0.466 | 0.872 | 7 | -3.344 | 1 | 0.0336 | 0.01560 | 0.000000 | 0.1210 | 0.806 | 184.115 | audio_features | 2PnlsTsOTLE5jnBnNe2K0A | spotify:track:2PnlsTsOTLE5jnBnNe2K0A | https://api.spotify.com/v1/tracks/2PnlsTsOTLE5jnBnNe2K0A | https://api.spotify.com/v1/audio-analysis/2PnlsTsOTLE5jnBnNe2K0A | 190428 | 4 | Hot_Hits_UK | UK |
| 66 | 0.812 | 0.587 | 5 | -4.483 | 0 | 0.0477 | 0.03490 | 0.000003 | 0.1230 | 0.664 | 123.041 | audio_features | 6Qb7YsAqH4wWFUMbGsCpap | spotify:track:6Qb7YsAqH4wWFUMbGsCpap | https://api.spotify.com/v1/tracks/6Qb7YsAqH4wWFUMbGsCpap | https://api.spotify.com/v1/audio-analysis/6Qb7YsAqH4wWFUMbGsCpap | 209488 | 4 | Hot_Hits_UK | UK |
| 67 | 0.660 | 0.756 | 0 | -3.743 | 0 | 0.0320 | 0.00289 | 0.000000 | 0.1930 | 0.838 | 116.034 | audio_features | 7tI8dRuH2Yc6RuoTjxo4dU | spotify:track:7tI8dRuH2Yc6RuoTjxo4dU | https://api.spotify.com/v1/tracks/7tI8dRuH2Yc6RuoTjxo4dU | https://api.spotify.com/v1/audio-analysis/7tI8dRuH2Yc6RuoTjxo4dU | 170888 | 4 | Hot_Hits_UK | UK |
| 68 | 0.882 | 0.764 | 11 | -5.241 | 1 | 0.2040 | 0.35900 | 0.000000 | 0.1190 | 0.886 | 140.113 | audio_features | 7iabz12vAuVQYyekFIWJxD | spotify:track:7iabz12vAuVQYyekFIWJxD | https://api.spotify.com/v1/tracks/7iabz12vAuVQYyekFIWJxD | https://api.spotify.com/v1/audio-analysis/7iabz12vAuVQYyekFIWJxD | 140733 | 4 | Hot_Hits_UK | UK |
| 69 | 0.464 | 0.745 | 4 | -3.202 | 0 | 0.1610 | 0.02350 | 0.000000 | 0.3630 | 0.262 | 180.098 | audio_features | 0OA00aPt3BV10qeMIs3meW | spotify:track:0OA00aPt3BV10qeMIs3meW | https://api.spotify.com/v1/tracks/0OA00aPt3BV10qeMIs3meW | https://api.spotify.com/v1/audio-analysis/0OA00aPt3BV10qeMIs3meW | 190667 | 4 | Hot_Hits_UK | UK |